Capacity Stress Prediction on Google cluster workload dataset (test)
0.697ROC-AUCXGBoost
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBoostOperating Constraint=Recall >= 0.90, Framework=deployment-oriented, burst-aware early warning framework2026.06 | 0.697 | 67 | 52.5 | 91.4 | 66.7 | |
| Logistic RegressionOperating Constraint=Recall >= 0.902026.06 | 0.576 | 12.9 | 8.3 | 97.7 | 15.3 | |
| LightGBMOperating Constraint=Recall >= 0.902026.06 | 0.532 | 9.7 | 8.5 | 90.9 | 15.6 |